Hospital healthcare flows: A longitudinal clustering approach of acute coronary syndrome in women over 45 years

Autor: Pascal Poncelet, Jessica Pinaire, Jérôme Azé, Paul Landais, Christophe Genolini, Sandra Bringay

Publikováno v: Health informatics journal. 27(3)

Acute coronary syndrome (ACS) in women is a growing public health issue and a death leading cause. We explored whether the hospital healthcare trajectory was characterizable using a longitudinal clustering approach in women with ACS. From the 2009–

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3a3bc3d37beadcd4391c3fec63b6292e
https://pubmed.ncbi.nlm.nih.gov/34474603

Prediction of In-Hospital Mortality from Administrative Data: A Sequential Pattern Mining Approach

Autor: Jessica, Pinaire, Etienne, Chabert, Jérôme, Azé, Sandra, Bringay, Pascal, Poncelet, Paul, Landais

Publikováno v: Studies in health technology and informatics. 281

Study of trajectory of care is attractive for predicting medical outcome. Models based on machine learning (ML) techniques have proven their efficiency for sequence prediction modeling compared to other models. Introducing pattern mining techniques c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::c913c93ca7f5abb97f710eae195f4902
https://pubmed.ncbi.nlm.nih.gov/34042752

PaFloChar: An Innovating Approach to Characterise Patient Flows in Myocardial Infarction

Autor: Jessica, Pinaire, Jérôme, Azé, Sandra, Bringay, Pascal, Poncelet, Christophe, Genolini, Paul, Landais

Publikováno v: Studies in health technology and informatics. 247

A better knowledge of patient flows would improve decision making in health planning. In this article, we propose a method to characterise patients flows and also to highlight profiles of care pathways considering times and costs. From medico-adminis

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::69649ce87b0aea47ecb6b226834741b8
https://pubmed.ncbi.nlm.nih.gov/29677989

Patient healthcare trajectory. An essential monitoring tool: a systematic review

Autor: Jérôme Azé, Jessica Pinaire, Paul Landais, Sandra Bringay

Publikováno v: Health Information Science and Systems
Health Information Science and Systems, BioMed Central, 2017, 5 (1), ⟨10.1007/s13755-017-0020-2⟩

BackgroundPatient healthcare trajectory is a recent emergent topic in the literature, encompassing broad concepts. However, the rationale for studying patients’ trajectories, and how this trajectory concept is defined remains a public health challe

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7051f434efe0a39c968b24c09cf9109a
https://hal.archives-ouvertes.fr/hal-01566986/document

La confiance est dans l'air ! Application à l'identification des parcours hospitaliers

Autor: Yves Mercadier, Jessica Pinaire, Jérôme Azé, Sandra Bringay, Maguelonne Teisseire

Publikováno v: 2e atelier de Gestion et Analyse des données Spatiales et Temporelles
GAST: Gestion et Analyse des données Spatiales et Temporelles
GAST: Gestion et Analyse des données Spatiales et Temporelles, IRISA, Jan 2016, Reims, France
HAL

National audience; L'extraction de motifs séquentiels permet d'identifier les séquences fréquentes d'événements ordonnés. Afin de résoudre le problème du grand nombre de motifs obtenus, nous proposons l'extension pour les motifs séquentiels

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::6f97869f29cfdb64885fae944a16178a
https://hal-lirmm.ccsd.cnrs.fr/lirmm-01288459